i-Chip
高效能抗噪語者辨識RISV-V系統晶片
隨著智慧家庭以及智慧城市的概念興起,神經網路的應用在我們的生活中隨處可見,其應用也非常廣泛,也帶給我們許多便利,例如自動駕駛或是語音辨識....
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Design and Implementation of Low-Power, Energy-Efficient Neural Network Training Hardware Accelerators Based on Brain Floating-Point Computing and Sparsity Aware
we propose an efficient and flexible training processor called EESA. The proposed training processor features low power consumption, high throughput, and high energy efficiency....
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基於矩陣乘法架構進行記憶體存取優化的CNN加速器
卷積層是卷積神經網絡 (CNN) 推理階段中計算成本最高的部分。有許多架構被提出來有效地處理它。在這些設計中,具有高度流水線結構的脈動陣列能夠有效地加速通用矩陣-矩陣乘法 (GEMM)....
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基於FPGA的可重構神經網路加速器應用於Tiny YOLO-V3
In recent year, the development of deep learning has been grown. According to the equipment updated and advanced, neural network could be handle has more and more things.....
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GMM語者辨識搭配MFCC硬體設計
In recent years, speaker verification has been extensively explored and has significantly improved its effectiveness. The proposed speaker verification system includes two phases: enrollment and verification.....
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以深度神經網路實現手勢辨識及其硬體架構設計
The research in deep learning has become extensively deep recently, such as image pre-processing, image segmentation, object recognition, semantic analysis, etc. Deep learning has gradually replaced the traditional algorithm....
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An SoC-based CNN Accelerator for Face Recognition using HWCK data scheduling
In response to the promotion of the smart city and smart home, people pay more and more attention to the quality of life, wishing the technology could change our life....
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即時的SIFT特徵點擷取之低記憶體硬體設計
Object matching and identification are the popular research in the field of computer vision. The methods are mainly based on feature matching. In many feature extraction algorithms, SIFT (Scale invariant feature transform) is considered to be one of the best algorithms.....
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MPEG-2 AAC Decoder
MPEG Advanced Audio Coding (AAC) is the widely used
audio coding standard and offers the high-quality
multi channel surround audio. For the implementation
using DSP method...
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MPEG Layer 3 Single Chip Audio Decoder
MPEG Layer III (MP3) audio coding
algorithm is a widely used audio coding standard...
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A Fast Binary Motion Estimation Algorithm for
MPEG-4 Shape Coding
MPEG-4 is a new international standard for
multimedia communication. It provides a set of tools
for object-based coding of natural and synthetic
videos/audios. MPEG-4 also enables content-based
functionalities by introducing the concept of video
object plane (VOP), and such a content-based
representation
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